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Kadaba Sridhar S, Dysterheft Robb J, Gupta R, Cheong S, Kuang R, Samadani U. Structural neuroimaging markers of normal pressure hydrocephalus versus Alzheimer's dementia and Parkinson's disease, and hydrocephalus versus atrophy in chronic TBI-a narrative review. Front Neurol 2024; 15:1347200. [PMID: 38576534 PMCID: PMC10991762 DOI: 10.3389/fneur.2024.1347200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/07/2024] [Indexed: 04/06/2024] Open
Abstract
Introduction Normal Pressure Hydrocephalus (NPH) is a prominent type of reversible dementia that may be treated with shunt surgery, and it is crucial to differentiate it from irreversible degeneration caused by its symptomatic mimics like Alzheimer's Dementia (AD) and Parkinson's Disease (PD). Similarly, it is important to distinguish between (normal pressure) hydrocephalus and irreversible atrophy/degeneration which are among the chronic effects of Traumatic Brain Injury (cTBI), as the former may be reversed through shunt placement. The purpose of this review is to elucidate the structural imaging markers which may be foundational to the development of accurate, noninvasive, and accessible solutions to this problem. Methods By searching the PubMed database for keywords related to NPH, AD, PD, and cTBI, we reviewed studies that examined the (1) distinct neuroanatomical markers of degeneration in NPH versus AD and PD, and atrophy versus hydrocephalus in cTBI and (2) computational methods for their (semi-) automatic assessment on Computed Tomography (CT) and Magnetic Resonance Imaging (MRI) scans. Results Structural markers of NPH and those that can distinguish it from AD have been well studied, but only a few studies have explored its structural distinction between PD. The structural implications of cTBI over time have been studied. But neuroanatomical markers that can predict shunt response in patients with either symptomatic idiopathic NPH or post-traumatic hydrocephalus have not been reliably established. MRI-based markers dominate this field of investigation as compared to CT, which is also reflected in the disproportionate number of MRI-based computational methods for their automatic assessment. Conclusion Along with an up-to-date literature review on the structural neurodegeneration due to NPH versus AD/PD, and hydrocephalus versus atrophy in cTBI, this article sheds light on the potential of structural imaging markers as (differential) diagnostic aids for the timely recognition of patients with reversible (normal pressure) hydrocephalus, and opportunities to develop computational tools for their objective assessment.
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Affiliation(s)
- Sharada Kadaba Sridhar
- Department of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
| | - Jen Dysterheft Robb
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
| | - Rishabh Gupta
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
- University of Minnesota Twin Cities Medical School, Minneapolis, MN, United States
| | - Scarlett Cheong
- Department of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
| | - Rui Kuang
- Department of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States
- Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Uzma Samadani
- Department of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
- University of Minnesota Twin Cities Medical School, Minneapolis, MN, United States
- Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, United States
- Division of Neurosurgery, Department of Surgery, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, United States
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2
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Adamson MM, Main K, Harris OA, Kang X. Sex differences in cortical thickness and diffusion properties in patients with traumatic brain injury: a pilot study. Brain Inj 2022; 36:488-502. [PMID: 35113752 DOI: 10.1080/02699052.2022.2034046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
OBJECTIVE Cortical thickness and diffusion properties are important measures of gray and white matter integrity in those with traumatic brain injury (TBI). Many studies show that healthy adult females have greater cortical thickness than males across numerous brain sites. In this study, we explored this sex difference in patients with TBI. METHOD Participants consisted of 32 patients with TBI and 21 neurologically healthy controls. All were scanned by magnetic resonance imaging (MRI). Differences in cortical thickness and diffusion properties were examined between groups (i.e., TBI/control, male/female). RESULTS Patients with TBI had more cortical thinning (both hemispheres) compared to controls. They also showed decreased fractional anisotropy (FA) for several major white matter tracts. Healthy females had significantly greater cortical thickness compared to healthy males. However, this difference was smaller among the patients with TBI. We found no sex differences in diffusion properties. There were moderate correlations between cortical thickness, diffusion properties, and cognitive performance, as measured by the Trail Making Test B. CONCLUSION These findings contribute to a growing discussion on sex differences in cortical thickness and diffusion properties. Sexual dimorphism could necessitate different clinical profiles, targets, and rehabilitation strategies in patients with TBI.
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Affiliation(s)
- Maheen M Adamson
- Rehabilitation Service, VA Palo Alto Health Care System, Palo Alto, California, USA.,Department of Neurosurgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Keith Main
- Research Division, Traumatic Brain Injury Center of Excellence, Silver Spring, Maryland, USA.,General Dynamics Information Technology, Falls Church, Virginia, USA
| | - Odette A Harris
- Rehabilitation Service, VA Palo Alto Health Care System, Palo Alto, California, USA.,Department of Neurosurgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Xiaojian Kang
- Rehabilitation Service, VA Palo Alto Health Care System, Palo Alto, California, USA
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3
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Harris TC, de Rooij R, Kuhl E. The Shrinking Brain: Cerebral Atrophy Following Traumatic Brain Injury. Ann Biomed Eng 2019; 47:1941-1959. [PMID: 30341741 PMCID: PMC6757025 DOI: 10.1007/s10439-018-02148-2] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 10/01/2018] [Indexed: 11/29/2022]
Abstract
Cerebral atrophy in response to traumatic brain injury is a well-documented phenomenon in both primary investigations and review articles. Recent atrophy studies focus on exploring the region-specific patterns of cerebral atrophy; yet, there is no study that analyzes and synthesizes the emerging atrophy patterns in a single comprehensive review. Here we attempt to fill this gap in our current knowledge by integrating the current literature into a cohesive theory of preferential brain tissue loss and by identifying common risk factors for accelerated atrophy progression. Our review reveals that observations for mild traumatic brain injury remain inconclusive, whereas observations for moderate-to-severe traumatic brain injury converge towards robust patterns: brain tissue loss is on the order of 5% per year, and occurs in the form of generalized atrophy, across the entire brain, or focal atrophy, in specific brain regions. The most common regions of focal atrophy are the thalamus, hippocampus, and cerebellum in gray matter and the corpus callosum, corona radiata, and brainstem in white matter. We illustrate the differences of generalized and focal gray and white matter atrophy on emerging deformation and stress profiles across the whole brain using computational simulation. The characteristic features of our atrophy simulations-a widening of the cortical sulci, a gradual enlargement of the ventricles, and a pronounced cortical thinning-agree well with clinical observations. Understanding region-specific atrophy patterns in response to traumatic brain injury has significant implications in modeling, simulating, and predicting injury outcomes. Computational modeling of brain atrophy could open new strategies for physicians to make informed decisions for whom, how, and when to administer pharmaceutical treatment to manage the chronic loss of brain structure and function.
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Vander Linden C, Verhelst H, Genbrugge E, Deschepper E, Caeyenberghs K, Vingerhoets G, Deblaere K. Is diffuse axonal injury on susceptibility weighted imaging a biomarker for executive functioning in adolescents with traumatic brain injury? Eur J Paediatr Neurol 2019; 23:525-536. [PMID: 31023628 DOI: 10.1016/j.ejpn.2019.04.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 03/23/2019] [Accepted: 04/09/2019] [Indexed: 01/07/2023]
Abstract
Traumatic brain injury (TBI) is a heterogeneous disorder in which diffuse axonal injury (DAI) is an important component contributing to executive dysfunction. During adolescence, developing brain networks are especially vulnerable to acceleration-deceleration forces. We aimed to examine the correlation between DAI (number and localization) and executive functioning in adolescents with TBI. We recruited 18 adolescents with a mean age of 15y8m (SD = 1y7m), averaging 2.5 years after sustaining a moderate-to-severe TBI with documented DAI. Susceptibility Weighted Imaging sequence was administered to localize the DAI lesions. The adolescents performed a neurocognitive test-battery, addressing different aspects of executive functioning (working memory, attention, processing speed, planning ability) and their parents completed the Behavior Rating Inventory of Executive Function (BRIEF) - questionnaire. Executive performance of the TBI-group was compared with an age and gender matched control group of typically developing peers. Based on these results we focused on the Stockings of Cambridge test and the BRIEF to correlate with the total number and location of DAI. Results revealed that the anatomical distribution of DAI, especially in the corpus callosum and the deep brain nuclei, may have more implications for executive functioning than the total amount of DAI in adolescents. Results of this study may help guide targeted rehabilitation to redirect the disturbed development of executive function in adolescents with TBI.
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Affiliation(s)
- Catharine Vander Linden
- Ghent University Hospital, Child Rehabilitation Center K7, Corneel Heymanslaan 10, 9000, Ghent, Belgium.
| | - Helena Verhelst
- Ghent University, Department of Experimental Psychology, Faculty of Psychology and Educational Sciences, Henri Dunantlaan 2, 9000, Ghent, Belgium.
| | - Eva Genbrugge
- Ghent University Hospital, Department of Neuroradiology, Corneel Heymanslaan 10, 9000, Ghent, Belgium.
| | - Ellen Deschepper
- Ghent University, Biostatistics Unit, Department of Public Health, Corneel Heymanslaan 10, 9000, Ghent, Belgium.
| | - Karen Caeyenberghs
- Australian Catholic University, Mary McKillop Institute for Health Research, Level 5, 215 Spring Street, Melbourne, VIC, 3000, Australia.
| | - Guy Vingerhoets
- Ghent University, Department of Experimental Psychology, Faculty of Psychology and Educational Sciences, Henri Dunantlaan 2, 9000, Ghent, Belgium.
| | - Karel Deblaere
- Ghent University Hospital, Department of Neuroradiology, Corneel Heymanslaan 10, 9000, Ghent, Belgium.
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Han K, Martinez D, Chapman SB, Krawczyk DC. Neural correlates of reduced depressive symptoms following cognitive training for chronic traumatic brain injury. Hum Brain Mapp 2018; 39:2955-2971. [PMID: 29573026 PMCID: PMC6055759 DOI: 10.1002/hbm.24052] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 02/12/2018] [Accepted: 03/09/2018] [Indexed: 12/24/2022] Open
Abstract
Depression is the most frequent comorbid psychiatric condition among individuals with traumatic brain injury (TBI). Yet, little is known about changes in the brain associated with reduced depressive symptoms following rehabilitation for TBI. We identified whether cognitive training alleviates comorbid depressive symptoms in chronic TBI (>6 months post-injury) as a secondary effect. Further, we elucidated neural correlates of alleviated depressive symptoms following cognitive training. A total of seventy-nine individuals with chronic TBI (53 depressed and 26 non-depressed individuals, measured using the Beck Depressive Inventory [BDI]), underwent either strategy- or information-based cognitive training in a small group for 8 weeks. We measured psychological functioning scores, cortical thickness, and resting-state functional connectivity (rsFC) for these individuals before training, immediately post-training, and 3 months post-training. After confirming that changes in BDI scores were independent of training group affiliation, we identified that the depressive-symptoms group showed reductions in BDI scores over time relative to the non-depressed TBI controls (p < .01). Within the depressive-symptoms group, reduced BDI scores was associated with improvements in scores for post-traumatic stress disorder, TBI symptom awareness, and functional status (p < .00625), increases in cortical thickness in four regions within the right prefrontal cortex (pvertex < .01, pcluster <.05), and decreases in rsFC with each of these four prefrontal regions (pvertex < .01, pcluster < .0125). Overall, these findings suggest that cognitive training can reduce depressive symptoms in TBI even when the training does not directly target psychiatric symptoms. Importantly, cortical thickness and brain connectivity may offer promising neuroimaging markers of training-induced improvement in mental health status in TBI.
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Affiliation(s)
- Kihwan Han
- Center for BrainHealth, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas
| | - David Martinez
- Center for BrainHealth, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas
| | - Sandra B Chapman
- Center for BrainHealth, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas
| | - Daniel C Krawczyk
- Center for BrainHealth, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas.,Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas
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España LY, Lee RM, Ling JM, Jeromin A, Mayer AR, Meier TB. Serial Assessment of Gray Matter Abnormalities after Sport-Related Concussion. J Neurotrauma 2017; 34:3143-3152. [DOI: 10.1089/neu.2017.5002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Affiliation(s)
- Lezlie Y. España
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Ryan M. Lee
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Josef M. Ling
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | | | - Andrew R. Mayer
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
- Neurology Department, University of New Mexico School of Medicine, Albuquerque, New Mexico
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | - Timothy B. Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, Wisconsin
- Laureate Institute for Brain Research, Tulsa, Oklahoma
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7
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Han K, Davis RA, Chapman SB, Krawczyk DC. Strategy-based reasoning training modulates cortical thickness and resting-state functional connectivity in adults with chronic traumatic brain injury. Brain Behav 2017; 7:e00687. [PMID: 28523229 PMCID: PMC5434192 DOI: 10.1002/brb3.687] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 02/13/2017] [Accepted: 02/26/2017] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Prior studies have demonstrated training-induced changes in the healthy adult brain. Yet, it remains unclear how the injured brain responds to cognitive training months-to-years after injury. METHODS Sixty individuals with chronic traumatic brain injury (TBI) were randomized into either strategy-based (N = 31) or knowledge-based (N = 29) training for 8 weeks. We measured cortical thickness and resting-state functional connectivity (rsFC) before training, immediately posttraining, and 3 months posttraining. RESULTS Relative to the knowledge-based training group, the cortical thickness of the strategy-based training group showed diverse temporal patterns of changes over multiple brain regions (pvertex < .05, pcluster < .05): (1) increases followed by decreases, (2) monotonic increases, and (3) monotonic decreases. However, network-based statistics (NBS) analysis of rsFC among these regions revealed that the strategy-based training group induced only monotonic increases in connectivity, relative to the knowledge-based training group (|Z| > 1.96, pNBS < 0.05). Complementing the rsFC results, the strategy-based training group yielded monotonic improvement in scores for the trail-making test (p < .05). Analyses of brain-behavior relationships revealed that improvement in trail-making scores were associated with training-induced changes in cortical thickness (pvertex < .05, pcluster < .05) and rsFC (pvertex < .05, pcluster < .005) within the strategy-based training group. CONCLUSIONS These findings suggest that training-induced brain plasticity continues through chronic phases of TBI and that brain connectivity and cortical thickness may serve as markers of plasticity.
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Affiliation(s)
- Kihwan Han
- Center for BrainHealthSchool of Behavioral and Brain SciencesThe University of Texas at DallasDallasTXUSA
| | - Rebecca A. Davis
- Center for BrainHealthSchool of Behavioral and Brain SciencesThe University of Texas at DallasDallasTXUSA
| | - Sandra B. Chapman
- Center for BrainHealthSchool of Behavioral and Brain SciencesThe University of Texas at DallasDallasTXUSA
| | - Daniel C. Krawczyk
- Center for BrainHealthSchool of Behavioral and Brain SciencesThe University of Texas at DallasDallasTXUSA
- Department of PsychiatryUniversity of Texas Southwestern Medical CenterDallasTXUSA
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8
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Woods DL, Wyma JM, Herron TJ, Yund EW. The Bay Area Verbal Learning Test (BAVLT): Normative Data and the Effects of Repeated Testing, Simulated Malingering, and Traumatic Brain Injury. Front Hum Neurosci 2017; 10:654. [PMID: 28127280 PMCID: PMC5226952 DOI: 10.3389/fnhum.2016.00654] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 12/08/2016] [Indexed: 01/08/2023] Open
Abstract
Verbal learning tests (VLTs) are widely used to evaluate memory deficits in neuropsychiatric and developmental disorders. However, their validity has been called into question by studies showing significant differences in VLT scores obtained by different examiners. Here we describe the computerized Bay Area Verbal Learning Test (BAVLT), which minimizes inter-examiner differences by incorporating digital list presentation and automated scoring. In the 10-min BAVLT, a 12-word list is presented on three acquisition trials, followed by a distractor list, immediate recall of the first list, and, after a 30-min delay, delayed recall and recognition. In Experiment 1, we analyzed the performance of 195 participants ranging in age from 18 to 82 years. Acquisition trials showed strong primacy and recency effects, with scores improving over repetitions, particularly for mid-list words. Inter-word intervals (IWIs) increased with successive words recalled. Omnibus scores (summed over all trials except recognition) were influenced by age, education, and sex (women outperformed men). In Experiment 2, we examined BAVLT test-retest reliability in 29 participants tested with different word lists at weekly intervals. High intraclass correlation coefficients were seen for omnibus and acquisition scores, IWIs, and a categorization index reflecting semantic reorganization. Experiment 3 examined the performance of Experiment 2 participants when feigning symptoms of traumatic brain injury. Although 37% of simulated malingerers showed abnormal (p < 0.05) omnibus z-scores, z-score cutoffs were ineffective in discriminating abnormal malingerers from control participants with abnormal scores. In contrast, four malingering indices (recognition scores, primacy/recency effects, learning rate across acquisition trials, and IWIs) discriminated the two groups with 80% sensitivity and 80% specificity. Experiment 4 examined the performance of a small group of patients with mild or severe TBI. Overall, both patient groups performed within the normal range, although significant performance deficits were seen in some patients. The BAVLT improves the speed and replicability of verbal learning assessments while providing comprehensive measures of retrieval timing, semantic organization, and primacy/recency effects that clarify the nature of performance.
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Affiliation(s)
- David L Woods
- Human Cognitive Neurophysiology Laboratory, Veterans Affairs Northern California Health Care SystemMartinez, CA, USA; University of California Davis Department of NeurologySacramento, CA, USA; Center for Neurosciences, University of California DavisDavis, CA, USA; University of California Davis Center for Mind and BrainDavis, CA, USA; NeuroBehavioral Systems, Inc.Berkeley, CA, USA
| | - John M Wyma
- Human Cognitive Neurophysiology Laboratory, Veterans Affairs Northern California Health Care System Martinez, CA, USA
| | - Timothy J Herron
- Human Cognitive Neurophysiology Laboratory, Veterans Affairs Northern California Health Care System Martinez, CA, USA
| | - E William Yund
- Human Cognitive Neurophysiology Laboratory, Veterans Affairs Northern California Health Care System Martinez, CA, USA
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9
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Woods DL, Wyma JM, Herron TJ, Yund EW. Computerized Analysis of Verbal Fluency: Normative Data and the Effects of Repeated Testing, Simulated Malingering, and Traumatic Brain Injury. PLoS One 2016; 11:e0166439. [PMID: 27936001 PMCID: PMC5147824 DOI: 10.1371/journal.pone.0166439] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Accepted: 10/29/2016] [Indexed: 12/15/2022] Open
Abstract
In verbal fluency (VF) tests, subjects articulate words in a specified category during a short test period (typically 60 s). Verbal fluency tests are widely used to study language development and to evaluate memory retrieval in neuropsychiatric disorders. Performance is usually measured as the total number of correct words retrieved. Here, we describe the properties of a computerized VF (C-VF) test that tallies correct words and repetitions while providing additional lexical measures of word frequency, syllable count, and typicality. In addition, the C-VF permits (1) the analysis of the rate of responding over time, and (2) the analysis of the semantic relationships between words using a new method, Explicit Semantic Analysis (ESA), as well as the established semantic clustering and switching measures developed by Troyer et al. (1997). In Experiment 1, we gathered normative data from 180 subjects ranging in age from 18 to 82 years in semantic ("animals") and phonemic (letter "F") conditions. The number of words retrieved in 90 s correlated with education and daily hours of computer-use. The rate of word production declined sharply over time during both tests. In semantic conditions, correct-word scores correlated strongly with the number of ESA and Troyer-defined semantic switches as well as with an ESA-defined semantic organization index (SOI). In phonemic conditions, ESA revealed significant semantic influences in the sequence of words retrieved. In Experiment 2, we examined the test-retest reliability of different measures across three weekly tests in 40 young subjects. Different categories were used for each semantic ("animals", "parts of the body", and "foods") and phonemic (letters "F", "A", and "S") condition. After regressing out the influences of education and computer-use, we found that correct-word z-scores in the first session did not differ from those of the subjects in Experiment 1. Word production was uniformly greater in semantic than phonemic conditions. Intraclass correlation coefficients (ICCs) of correct-word z-scores were higher for phonemic (0.91) than semantic (0.77) tests. In semantic conditions, good reliability was also seen for the SOI (ICC = 0.68) and ESA-defined switches in semantic categories (ICC = 0.62). In Experiment 3, we examined the performance of subjects from Experiment 2 when instructed to malinger: 38% showed abnormal (p< 0.05) performance in semantic conditions. Simulated malingerers with abnormal scores could be distinguished with 80% sensitivity and 89% specificity from subjects with abnormal scores in Experiment 1 using lexical, temporal, and semantic measures. In Experiment 4, we tested patients with mild and severe traumatic brain injury (mTBI and sTBI). Patients with mTBI performed within the normal range, while patients with sTBI showed significant impairments in correct-word z-scores and category shifts. The lexical, temporal, and semantic measures of the C-VF provide an automated and comprehensive description of verbal fluency performance.
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Affiliation(s)
- David L. Woods
- Human Cognitive Neurophysiology Laboratory, VANCHCS, Martinez, CA, United States of America
- UC Davis Department of Neurology, Sacramento, CA. United States of America
- Center for Neurosciences, UC Davis, Davis, CA United States of America
- UC Davis Center for Mind and Brain, Davis, CA United States of America
- NeuroBehavioral Systems, Inc., Berkeley, CA United States of America
| | - John M. Wyma
- Human Cognitive Neurophysiology Laboratory, VANCHCS, Martinez, CA, United States of America
- NeuroBehavioral Systems, Inc., Berkeley, CA United States of America
| | - Timothy J. Herron
- Human Cognitive Neurophysiology Laboratory, VANCHCS, Martinez, CA, United States of America
| | - E. William Yund
- Human Cognitive Neurophysiology Laboratory, VANCHCS, Martinez, CA, United States of America
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10
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Veeramuthu V, Narayanan V, Ramli N, Hernowo A, Waran V, Bondi MW, Delano-Wood L, Ganesan D. Neuropsychological Outcomes in Patients with Complicated Versus Uncomplicated Mild Traumatic Brain Injury: 6-Month Follow-Up. World Neurosurg 2016; 97:416-423. [PMID: 27751922 DOI: 10.1016/j.wneu.2016.10.041] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2016] [Revised: 10/04/2016] [Accepted: 10/06/2016] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To compare the extent of persistent neuropsychological impairment in patients with complicated mild traumatic brain injury (mTBI) and those with uncomplicated mTBI. METHODS Sixty-one patients with mTBI (Glasgow Coma Scale score 13-15) were recruited prospectively, categorized according to baseline computed tomography findings, and subjected to neuropsychological assessment at initial admission (n = 61) as well as at a 6-month follow-up (n = 30). The paired t test, Cohen's d effect size calculation, and repeated-measures analysis of variance were used to establish the differences between the 2 groups in terms of neuropsychological performance. RESULTS A trend toward poorer neuropsychological performance among the patients with complicated mTBI was observed during admission; however, performance in this group improved over time. In contrast, the uncomplicated mTBI group showed slower recovery, especially in tasks of memory, visuospatial processing, and executive functions, at follow-up. CONCLUSIONS Our findings suggest that despite the broad umbrella designation of mTBI, the current classification schemes of injury severity for mild neurotrauma should be revisited. They also raise questions about the clinical relevance of both traumatic focal lesions and the absence of visible traumatic lesions on brain imaging studies in patients with milder forms of head trauma.
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Affiliation(s)
- Vigneswaran Veeramuthu
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Vairavan Narayanan
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
| | - Norlisah Ramli
- Research Imaging Centre, University of Malaya, Kuala Lumpur, Malaysia
| | - Aditya Hernowo
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Vicknes Waran
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Mark W Bondi
- VA San Diego Healthcare System, San Diego, California, USA; Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Lisa Delano-Wood
- VA San Diego Healthcare System, San Diego, California, USA; Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Dharmendra Ganesan
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
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11
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Meier TB, Bergamino M, Bellgowan PSF, Teague TK, Ling JM, Jeromin A, Mayer AR. Longitudinal assessment of white matter abnormalities following sports-related concussion. Hum Brain Mapp 2015; 37:833-45. [PMID: 26663463 DOI: 10.1002/hbm.23072] [Citation(s) in RCA: 68] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 11/23/2015] [Indexed: 01/08/2023] Open
Abstract
There is great interest in developing physiological-based biomarkers such as diffusion tensor imaging to aid in the management of concussion, which is currently entirely dependent on clinical judgment. However, the time course for recovery of white matter abnormalities following sports-related concussion (SRC) is unknown. We collected diffusion tensor imaging and behavioral data in forty concussed collegiate athletes on average 1.64 days (T1; n = 33), 8.33 days (T2; n = 30), and 32.15 days post-concussion (T3; n = 26), with healthy collegiate contact-sport athletes (HA) serving as controls (n = 46). We hypothesized that fractional anisotropy (FA) would be increased acutely and partially recovered by one month post-concussion. Mood symptoms were assessed using structured interviews. FA differences were assessed using both traditional and subject-specific analyses. An exploratory analysis of tau plasma levels was conducted in a subset of participants. Results indicated that mood symptoms improved over time post-concussion, but remained elevated at T3 relative to HA. Across both group and subject-specific analyses, concussed athletes exhibited increased FA in several white matter tracts at each visit post-concussion with no longitudinal evidence of recovery. Increased FA at T1 and T3 was significantly associated with an independent, real-world outcome measure for return-to-play. Finally, we observed a nonsignificant trend for reduced tau in plasma of concussed athletes at T1 relative to HA, with tau significantly increasing by T2. These results suggest white matter abnormalities following SRC may persist beyond one month and have potential as an objective biomarker for concussion outcome. Hum Brain Mapp 37:833-845, 2016. © 2015 Wiley Periodicals, Inc.
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Affiliation(s)
- Timothy B Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin.,The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico.,Laureate Institute for Brain Research, Tulsa, Oklahoma
| | | | - Patrick S F Bellgowan
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, North Bethesda, Maryland
| | - T K Teague
- Departments of Surgery and Psychiatry, University of Oklahoma College of Medicine, Tulsa, Oklahoma.,Department of Pharmaceutical Sciences, University of Oklahoma College of Pharmacy, Tulsa, Oklahoma.,Department of Biochemistry and Microbiology, Oklahoma State University Center for Health Sciences, Tulsa, Oklahoma
| | - Josef M Ling
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | | | - Andrew R Mayer
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico.,Neurology Department, University of New Mexico School of Medicine, Albuquerque, New Mexico.,Department of Psychology, University of New Mexico, Albuquerque, New Mexico
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12
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Michael AP, Stout J, Roskos PT, Bolzenius J, Gfeller J, Mogul D, Bucholz R. Evaluation of Cortical Thickness after Traumatic Brain Injury in Military Veterans. J Neurotrauma 2015; 32:1751-8. [DOI: 10.1089/neu.2015.3918] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Alex P. Michael
- Division of Neurosurgery, Southern Illinois University School of Medicine, Springfield, Illinois
| | - Jeffrey Stout
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois
| | - P. Tyler Roskos
- Department of Physical Medicine and Rehabilitation, Oakwood, Wayne State University, School of Medicine, Dearborn, Michigan
| | | | - Jeffrey Gfeller
- Department of Psychology, Saint Louis University School of Medicine, St. Louis, Missouri
| | - David Mogul
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois
| | - Richard Bucholz
- Department of Neurosurgery, Saint Louis University School of Medicine, St. Louis, Missouri
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13
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Woods DL, Wyma JM, Yund EW, Herron TJ. The Effects of Repeated Testing, Simulated Malingering, and Traumatic Brain Injury on High-Precision Measures of Simple Visual Reaction Time. Front Hum Neurosci 2015; 9:540. [PMID: 26617505 PMCID: PMC4637414 DOI: 10.3389/fnhum.2015.00540] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2015] [Accepted: 09/14/2015] [Indexed: 11/13/2022] Open
Abstract
Simple reaction time (SRT), the latency to respond to a stimulus, has been widely used as a basic measure of processing speed. In the current experiments, we examined clinically-relevant properties of a new SRT test that presents visual stimuli to the left or right hemifield at varying stimulus onset asynchronies (SOAs). Experiment 1 examined test-retest reliability in 48 participants who underwent three test sessions at weekly intervals. In the first test, log-transformed (log-SRT) z-scores, corrected for the influence of age and computer-use, were well predicted by regression functions derived from a normative population of 189 control participants. Test-retest reliability of log-SRT z-scores was measured with an intraclass correlation coefficient (ICC = 0.83) and equaled or exceeded those of other SRT tests and other widely used tests of processing speed that are administered manually. No significant learning effects were observed across test sessions. Experiment 2 investigated the same participants when instructed to malinger during a fourth testing session: 94% showed abnormal log-SRT z-scores, with 83% producing log-SRT z-scores exceeding a cutoff of 3.0, a degree of abnormality never seen in full-effort conditions. Thus, a log-SRT z-score cutoff of 3.0 had a sensitivity (83%) and specificity (100%) that equaled or exceeded that of existing symptom validity tests. We argue that even expert malingerers, fully informed of the malingering-detection metric, would be unable to successfully feign impairments on the SRT test because of the precise control of SRT latencies that would be required. Experiment 3 investigated 26 patients with traumatic brain injury (TBI) tested more than 1 year post-injury. The 22 patients with mild TBI showed insignificantly faster SRTs than controls, but a small group of four patients with severe TBI showed slowed SRTs. Simple visual reaction time is a reliable measure of processing speed that is sensitive to the effects of malingering and TBI.
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Affiliation(s)
- David L Woods
- Human Cognitive Neurophysiology Laboratory, Veterans Affairs Northern California Health Care System Martinez, CA, USA ; UC Davis Department of Neurology, University of California, Davis Sacramento, CA, USA ; UC Davis Center for Neurosciences, University of California, Davis Davis, CA, USA ; UC Davis Center for Mind and Brain, University of California, Davis Davis, CA, USA
| | - John M Wyma
- Human Cognitive Neurophysiology Laboratory, Veterans Affairs Northern California Health Care System Martinez, CA, USA
| | - E William Yund
- Human Cognitive Neurophysiology Laboratory, Veterans Affairs Northern California Health Care System Martinez, CA, USA
| | - Timothy J Herron
- Human Cognitive Neurophysiology Laboratory, Veterans Affairs Northern California Health Care System Martinez, CA, USA
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14
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Liu S, Cai W, Liu S, Zhang F, Fulham M, Feng D, Pujol S, Kikinis R. Multimodal neuroimaging computing: the workflows, methods, and platforms. Brain Inform 2015; 2:181-195. [PMID: 27747508 PMCID: PMC4737665 DOI: 10.1007/s40708-015-0020-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 08/20/2015] [Indexed: 12/20/2022] Open
Abstract
The last two decades have witnessed the explosive growth in the development and use of noninvasive neuroimaging technologies that advance the research on human brain under normal and pathological conditions. Multimodal neuroimaging has become a major driver of current neuroimaging research due to the recognition of the clinical benefits of multimodal data, and the better access to hybrid devices. Multimodal neuroimaging computing is very challenging, and requires sophisticated computing to address the variations in spatiotemporal resolution and merge the biophysical/biochemical information. We review the current workflows and methods for multimodal neuroimaging computing, and also demonstrate how to conduct research using the established neuroimaging computing packages and platforms.
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Affiliation(s)
- Sidong Liu
- School of IT, The University of Sydney, Sydney, Australia.
| | - Weidong Cai
- School of IT, The University of Sydney, Sydney, Australia
| | - Siqi Liu
- School of IT, The University of Sydney, Sydney, Australia
| | - Fan Zhang
- School of IT, The University of Sydney, Sydney, Australia
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
| | - Michael Fulham
- Department of PET and Nuclear Medicine, Royal Prince Alfred Hospital, Sydney Medical School, The University of Sydney, Sydney, Australia
| | - Dagan Feng
- School of IT, The University of Sydney, Sydney, Australia
- Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, China
| | - Sonia Pujol
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
| | - Ron Kikinis
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
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15
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Liu S, Cai W, Liu S, Zhang F, Fulham M, Feng D, Pujol S, Kikinis R. Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders. Brain Inform 2015; 2:167-180. [PMID: 27747507 PMCID: PMC4737664 DOI: 10.1007/s40708-015-0019-x] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2015] [Accepted: 08/08/2015] [Indexed: 12/20/2022] Open
Abstract
Multimodal neuroimaging is increasingly used in neuroscience research, as it overcomes the limitations of individual modalities. One of the most important applications of multimodal neuroimaging is the provision of vital diagnostic data for neuropsychiatric disorders. Multimodal neuroimaging computing enables the visualization and quantitative analysis of the alterations in brain structure and function, and has reshaped how neuroscience research is carried out. Research in this area is growing exponentially, and so it is an appropriate time to review the current and future development of this emerging area. Hence, in this paper, we review the recent advances in multimodal neuroimaging (MRI, PET) and electrophysiological (EEG, MEG) technologies, and their applications to the neuropsychiatric disorders. We also outline some future directions for multimodal neuroimaging where researchers will design more advanced methods and models for neuropsychiatric research.
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Affiliation(s)
- Sidong Liu
- School of IT, The University of Sydney, Sydney, Australia.
| | - Weidong Cai
- School of IT, The University of Sydney, Sydney, Australia
| | - Siqi Liu
- School of IT, The University of Sydney, Sydney, Australia
| | - Fan Zhang
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
| | - Michael Fulham
- Department of PET and Nuclear Medicine, Royal Prince Alfred Hospital, and the Sydney Medical School, The University of Sydney, Sydney, Australia
| | - Dagan Feng
- School of IT, The University of Sydney, Sydney, Australia
- Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, China
| | - Sonia Pujol
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
| | - Ron Kikinis
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
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16
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Meier TB, Bellgowan PSF, Bergamino M, Ling JM, Mayer AR. Thinner Cortex in Collegiate Football Players With, but not Without, a Self-Reported History of Concussion. J Neurotrauma 2015; 33:330-8. [PMID: 26061068 DOI: 10.1089/neu.2015.3919] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Emerging evidence suggests that a history of sports-related concussions can lead to long-term neuroanatomical changes. The extent to which similar changes are present in young athletes is undetermined at this time. Here, we tested the hypothesis that collegiate football athletes with (n = 25) and without (n = 24) a self-reported history of concussion would have cortical thickness differences and altered white matter integrity relative to healthy controls (n = 27) in fronto-temporal regions that appear particularly susceptible to traumatic brain injury. Freesurfer software was used to estimate cortical thickness, fractional anisotropy was calculated in a priori white matter tracts, and behavior was assessed using a concussion behavioral battery. Groups did not differ in self-reported symptoms (p > 0.10) or cognitive performance (p > 0.10). Healthy controls reported significantly higher happiness levels than both football groups (all p < 0.01). Contrary to our hypothesis, no differences in fractional anisotropy were observed between our groups (p > 0.10). However, football athletes with a history of concussion had significantly thinner cortex in the left anterior cingulate cortex, orbital frontal cortex, and medial superior frontal cortex relative to healthy controls (p = 0.02, d = -0.69). Further, football athletes with a history of concussion had significantly thinner cortex in the right central sulcus and precentral gyrus relative to football athletes without a history of concussion (p = 0.03, d = -0.71). No differences were observed between football athletes without a history of concussion and healthy controls. These results suggest that previous concussions, but not necessarily football exposure, may be associated with cortical thickness differences in collegiate football athletes.
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Affiliation(s)
- Timothy B Meier
- 1 The Mind Research Network/Lovelace Biomedical and Environmental Research Institute , Albuquerque, New Mexico .,2 Laureate Institute for Brain Research , Tulsa, Oklahoma
| | - Patrick S F Bellgowan
- 3 National Institute of Neurological Disorders and Stroke, National Institute of Health , North Bethesda, Maryland
| | | | - Josef M Ling
- 1 The Mind Research Network/Lovelace Biomedical and Environmental Research Institute , Albuquerque, New Mexico
| | - Andrew R Mayer
- 1 The Mind Research Network/Lovelace Biomedical and Environmental Research Institute , Albuquerque, New Mexico .,4 Neurology Department, University of New Mexico School of Medicine , Albuquerque, New Mexico .,5 Department of Psychology, University of New Mexico , Albuquerque, New Mexico
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17
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Kwon OH, Park H, Seo SW, Na DL, Lee JM. A framework to analyze cerebral mean diffusivity using surface guided diffusion mapping in diffusion tensor imaging. Front Neurosci 2015; 9:236. [PMID: 26236180 PMCID: PMC4500906 DOI: 10.3389/fnins.2015.00236] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Accepted: 06/21/2015] [Indexed: 11/21/2022] Open
Abstract
The mean diffusivity (MD) value has been used to describe microstructural properties in Diffusion Tensor Imaging (DTI) in cortical gray matter (GM). Recently, researchers have applied a cortical surface generated from the T1-weighted volume. When the DTI data are analyzed using the cortical surface, it is important to assign an accurate MD value from the volume space to the vertex of the cortical surface, considering the anatomical correspondence between the DTI and the T1-weighted image. Previous studies usually sampled the MD value using the nearest-neighbor (NN) method or Linear method, even though there are geometric distortions in diffusion-weighted volumes. Here we introduce a Surface Guided Diffusion Mapping (SGDM) method to compensate for such geometric distortions. We compared our SGDM method with results using NN and Linear methods by investigating differences in the sampled MD value. We also projected the tissue classification results of non-diffusion-weighted volumes to the cortical midsurface. The CSF probability values provided by the SGDM method were lower than those produced by the NN and Linear methods. The MD values provided by the NN and Linear methods were significantly greater than those of the SGDM method in regions suffering from geometric distortion. These results indicate that the NN and Linear methods assigned the MD value in the CSF region to the cortical midsurface (GM region). Our results suggest that the SGDM method is an effective way to correct such mapping errors.
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Affiliation(s)
- Oh-Hun Kwon
- Department of Biomedical Engineering, Hanyang University Seoul, South Korea
| | - Hyunjin Park
- School of Electronic and Electrical Engineering, Sungkyunkwan University Suwon, South Korea
| | - Sang-Won Seo
- Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine Seoul, South Korea
| | - Duk L Na
- Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine Seoul, South Korea
| | - Jong-Min Lee
- Department of Biomedical Engineering, Hanyang University Seoul, South Korea
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18
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Liu CH. Anatomical, functional and molecular biomarker applications of magnetic resonance neuroimaging. FUTURE NEUROLOGY 2015; 10:49-65. [DOI: 10.2217/fnl.14.60] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
ABSTRACT MRI and magnetic resonance spectroscopy (MRS) along with computed tomography and PET are the most common imaging modalities used in the clinics to detect structural abnormalities and pathological conditions in the brain. MRI generates superb image resolution/contrast without radiation exposure that is associated with computed tomography and PET; MRS and spectroscopic imaging technologies allow us to measure changes in brain biochemistry. Increasingly, neurobiologists and MRI scientists are collaborating to solve neuroscience problems across sub-cellular through anatomical levels. To achieve successful cross-disciplinary collaborations, neurobiologists must have sufficient knowledge of magnetic resonance principles and applications in order to effectively communicate with their MRI colleagues. This review provides an overview of magnetic resonance techniques and how they can be used to gain insight into the active brain at the anatomical, functional and molecular levels with the goal of encouraging neurobiologists to include MRI/MRS as a research tool in their endeavors.
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19
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Tremblay S, Beaulé V, Proulx S, Tremblay S, Marjańska M, Doyon J, Lassonde M, Théoret H. Multimodal assessment of primary motor cortex integrity following sport concussion in asymptomatic athletes. Clin Neurophysiol 2014; 125:1371-9. [PMID: 24462505 PMCID: PMC4381958 DOI: 10.1016/j.clinph.2013.11.040] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Revised: 10/22/2013] [Accepted: 11/13/2013] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Recent studies have shown, in asymptomatic concussed athletes, metabolic disruption in the primary motor cortex (M1) and abnormal intracortical inhibition lasting for more than six months. The present study aims to assess if these neurochemical and neurophysiological alterations are persistent and linked to M1 cortical thickness. METHODS Sixteen active football players who sustained their last concussion, on average, three years prior to testing and 14 active football players who never sustained a concussion were recruited for a single session of proton magnetic resonance spectroscopy ((1)H-MRS) and transcranial magnetic stimulation (TMS). Measures of M1 and whole brain cortical thickness were acquired, and (1)H-MRS data were acquired from left M1 using a MEGA-PRESS sequence. Cortical silent period (CSP) and long-interval intracortical inhibition (LICI) were measured with TMS applied over left M1. RESULTS No significant group differences were observed for metabolic concentrations, TMS measures, and cortical thickness. However, whereas GABA and glutamate levels were positively correlated in control athletes, this relationship was absent in concussed athletes. CONCLUSION These data suggest the general absence of neurophysiologic, neurometabolic and neuroanatomical disruptions in M1 three years following the last concussive event. However, correlational analyses suggest the presence of a slight metabolic imbalance between GABA and glutamate concentrations in the primary motor cortex of concussed athletes. SIGNIFICANCE The present study highlights the importance of multimodal assesments of the impacts of sport concussions.
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Affiliation(s)
- Sara Tremblay
- Centre de recherche en neuropsychologie et cognition, Université de Montréal, Canada; Centre de recherche du Centre Hospitalier Universitaire de l'Hôpital Sainte-Justine, Canada
| | - Vincent Beaulé
- Centre de recherche en neuropsychologie et cognition, Université de Montréal, Canada; Centre de recherche du Centre Hospitalier Universitaire de l'Hôpital Sainte-Justine, Canada
| | - Sébastien Proulx
- Unité de Neuroimagerie Fonctionnelle, Centre de recherche de l'institut universitaire de gériatrie de Montréal, Canada; Montreal Neurological Institute, McGill University, Canada
| | - Sébastien Tremblay
- Unité de Neuroimagerie Fonctionnelle, Centre de recherche de l'institut universitaire de gériatrie de Montréal, Canada
| | - Małgorzata Marjańska
- Center for Magnetic Resonance Research and Department of Radiology, University of Minnesota, United States
| | - Julien Doyon
- Unité de Neuroimagerie Fonctionnelle, Centre de recherche de l'institut universitaire de gériatrie de Montréal, Canada
| | - Maryse Lassonde
- Centre de recherche en neuropsychologie et cognition, Université de Montréal, Canada; Centre de recherche du Centre Hospitalier Universitaire de l'Hôpital Sainte-Justine, Canada
| | - Hugo Théoret
- Centre de recherche en neuropsychologie et cognition, Université de Montréal, Canada; Centre de recherche du Centre Hospitalier Universitaire de l'Hôpital Sainte-Justine, Canada.
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20
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McDonald CR, Leyden KM, Hagler DJ, Kucukboyaci NE, Kemmotsu N, Tecoma ES, Iragui VJ. White matter microstructure complements morphometry for predicting verbal memory in epilepsy. Cortex 2014; 58:139-50. [PMID: 25016097 DOI: 10.1016/j.cortex.2014.05.014] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Revised: 04/02/2014] [Accepted: 05/28/2014] [Indexed: 11/20/2022]
Abstract
Verbal memory is the most commonly impaired cognitive domain in patients with temporal lobe epilepsy (TLE). Although damage to the hippocampus and adjacent temporal lobe structures is known to contribute to memory impairment, little is known of the relative contributions of white versus gray matter structures, or whether microstructural versus morphometric measures of temporal lobe pathology are stronger predictors of impairment. We evaluate whether measures of temporal lobe pathology derived from diffusion tensor imaging (DTI; microstructural) versus structural MRI (sMRI; morphometric) contribute the most to memory performances in TLE, after controlling for hippocampal volume (HCV). DTI and sMRI were performed on 26 patients with TLE and 35 controls. Verbal memory was measured with the Logical Memory (LM) subtest of the Wechsler Memory Scale-III. Hierarchical regression analyses were performed to examine unique contributions of DTI and sMRI measures to verbal memory with HCV entered in block 1. In patients, impaired recall was associated with increased mean diffusivity (MD) of multiple fiber tracts that project through the temporal lobes. In addition, increased MD of the left cortical and bilateral pericortical white matter was associated with impaired recall. After controlling for left HCV, only microstructural measures of white matter pathology contributed to verbal recall. The best predictive model included left HCV and MD of the left inferior longitudinal fasciculus (ILF) and pericortical white matter beneath the left entorhinal cortex. This model explained 60% of the variance in delayed recall and revealed that MD of the left ILF was the strongest predictor. These data reveal that white matter microstructure within the temporal lobe can be used in conjunction with left HCV to enhance the prediction of verbal memory impairment, and speak to the complementary nature of DTI and sMRI for understanding cognitive dysfunction in epilepsy and possibly other memory disorders.
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Affiliation(s)
- Carrie R McDonald
- Department of Psychiatry, University of California, San Diego, CA, USA; Multimodal Imaging Laboratory, University of California, San Diego, CA, USA.
| | - Kelly M Leyden
- Multimodal Imaging Laboratory, University of California, San Diego, CA, USA
| | - Donald J Hagler
- Multimodal Imaging Laboratory, University of California, San Diego, CA, USA; Department of Radiology, University of California, San Diego, CA, USA
| | - Nuri E Kucukboyaci
- Multimodal Imaging Laboratory, University of California, San Diego, CA, USA; San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA
| | - Nobuko Kemmotsu
- Department of Psychiatry, University of California, San Diego, CA, USA; Multimodal Imaging Laboratory, University of California, San Diego, CA, USA
| | - Evelyn S Tecoma
- Department of Neurosciences, University of California, San Diego, CA, USA
| | - Vicente J Iragui
- Department of Neurosciences, University of California, San Diego, CA, USA
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Nowrangi MA, Lyketsos C, Rao V, Munro CA. Systematic review of neuroimaging correlates of executive functioning: converging evidence from different clinical populations. J Neuropsychiatry Clin Neurosci 2014; 26:114-25. [PMID: 24763759 PMCID: PMC5171230 DOI: 10.1176/appi.neuropsych.12070176] [Citation(s) in RCA: 82] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Executive functioning (EF) is an important cognitive domain that is negatively affected in a number of neuropsychiatric conditions. Neuroimaging methods have led to insights into the anatomical and functional nature of EF. The authors conducted a systematic review of the recent cognitive and neuroimaging literature to investigate how the neuroimaging correlates of EF compare between different diagnostic groups. The authors found that the frontal, parietal, and cerebellar lobes were most frequently associated with EF when comparing results from different clinical populations; the occipital lobe was not correlated with EF in any group. These findings suggest that individual disease processes affect circuits within an identifiable distributed network rather than isolated regions.
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22
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Spitz G, Bigler ED, Abildskov T, Maller JJ, O’Sullivan R, Ponsford JL. Regional cortical volume and cognitive functioning following traumatic brain injury. Brain Cogn 2013; 83:34-44. [DOI: 10.1016/j.bandc.2013.06.007] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2012] [Revised: 05/15/2013] [Accepted: 06/18/2013] [Indexed: 11/30/2022]
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Memarian N, Thompson PM, Engel J, Staba RJ. Quantitative analysis of structural neuroimaging of mesial temporal lobe epilepsy. ACTA ACUST UNITED AC 2013; 5. [PMID: 24319498 DOI: 10.2217/iim.13.28] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Mesial temporal lobe epilepsy (MTLE) is the most common of the surgically remediable drug-resistant epilepsies. MRI is the primary diagnostic tool to detect anatomical abnormalities and, when combined with EEG, can more accurately identify an epileptogenic lesion, which is often hippocampal sclerosis in cases of MTLE. As structural imaging technology has advanced the surgical treatment of MTLE and other lesional epilepsies, so too have the analysis techniques that are used to measure different structural attributes of the brain. These techniques, which are reviewed here and have been used chiefly in basic research of epilepsy and in studies of MTLE, have identified different types and the extent of anatomical abnormalities that can extend beyond the affected hippocampus. These results suggest that structural imaging and sophisticated imaging analysis could provide important information to identify networks capable of generating spontaneous seizures and ultimately help guide surgical therapy that improves postsurgical seizure-freedom outcomes.
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Affiliation(s)
- Negar Memarian
- Department of Neurology, Reed, Neurological Research Center, Suite, 2155, University of California, 710 Westwood Plaza, Los Angeles, CA 90095, USA
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Kang X, Herron TJ, Turken AU, Woods DL. Diffusion properties of cortical and pericortical tissue: regional variations, reliability and methodological issues. Magn Reson Imaging 2012; 30:1111-22. [PMID: 22698767 DOI: 10.1016/j.mri.2012.04.004] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2011] [Revised: 03/14/2012] [Accepted: 04/02/2012] [Indexed: 11/17/2022]
Abstract
Characterizing the diffusion properties of cortical tissue is complicated by intersubject variability in the relative locations of gyri and sulci. Here we extend methods of measuring the average diffusion properties of gyral and sulcal structures after they have been aligned to a common template of cortical surface anatomy. Diffusion tensor image (DTI) data were gathered from 82 young subjects and co-registered with high-resolution T1 images that had been inflated and co-registered to a hemispherically unified spherical coordinate system based on FreeSurfer. We analyzed fractional anisotropy (FA), mean diffusivity (MD) and the novel quantity of cortical primary diffusion direction (cPDD) at five surfaces parallel to the white/gray junction, spanning approximately 5 mm from the pial surface into white matter. FA increased with increasing depth, whereas MD and cPDD were reduced. There were highly significant and reliable regional differences in FA, MD and cPDD as well as systematic differences between cortical lobes and between the two hemispheres. The influence of nearby cortical spinal fluid (CSF), local cortical curvature and thickness, and sulcal depth was also investigated. We found that FA correlated significantly with cortical curvature and sulcal depth, while MD was strongly influenced by nearby CSF. The measurement of FA, MD and cPDD near the cortical surface clarifies the organization of fiber projections to and from the cortex.
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Affiliation(s)
- Xiaojian Kang
- UC Davis, Department of Neurology and Center for Neuroscience, Sacramento, CA 95817, USA.
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25
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Gutierrez-Galve L, Flugel D, Thompson PJ, Koepp MJ, Symms MR, Ron MA, Foong J. Cortical abnormalities and their cognitive correlates in patients with temporal lobe epilepsy and interictal psychosis. Epilepsia 2012; 53:1077-87. [DOI: 10.1111/j.1528-1167.2012.03504.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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26
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Bottari C, Gosselin N, Guillemette M, Lamoureux J, Ptito A. Independence in managing one's finances after traumatic brain injury. Brain Inj 2012; 25:1306-17. [PMID: 22077536 DOI: 10.3109/02699052.2011.624570] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
PRIMARY OBJECTIVE To establish whether the budgeting task of the Instrumental Activities of Daily Living (IADL) Profile discriminates individuals with a traumatic brain injury (TBI) from healthy controls and to identify the nature of the observed difficulties. METHOD This study tested 27 adults with moderate or severe TBI and 27 controls matched for age, sex and education on the budgeting task of the IADL Profile. The budgeting task is a complex real-world problem involving the preparation of a yearly budget for an individual living on a fixed income with the goal of saving money to purchase a car. MAIN RESULTS The results showed that TBI subjects, the majority of whom had documented frontal lesions and/or diffuse axonal injury based on CT scan reports, were more likely than control subjects to experience difficulties on all task-related operations (planning, carrying out and verifying attainment of goal), with planning being particularly affected. These deficits were shown to impact on financial abilities, an issue of particular concern for TBI individuals reporting full responsibility of their finances. CONCLUSIONS The budgeting task of the IADL Profile discriminates TBI subjects from controls. Planning was shown to be the most significant difficulty underlying reduced independence in the task.
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Affiliation(s)
- Carolina Bottari
- Occupational Therapy Program, School of Rehabilitation, Université de Montréal, Montreal, Canada
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Xia X, Dong Y, Du Y, Yang Y, Wang W, Li Y. Relationship between learning and memory deficits and Arp2 expression in the hippocampus in rats with traumatic brain injury. World Neurosurg 2011; 78:689-96. [PMID: 22120305 DOI: 10.1016/j.wneu.2011.07.042] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2011] [Revised: 06/08/2011] [Accepted: 07/16/2011] [Indexed: 10/15/2022]
Abstract
OBJECTIVE To investigate the learning and memory impairments at acute phase after mild traumatic brain injury (TBI) in Sprague-Dawley rats and its relationship with the expression of Arp2. METHODS Hundred adult male Sprague-Dawley rats were randomly assigned into a TBI group or a control group. TBI was produced by using an impact acceleration model. Learning and memory function was assessed using Morris Water Maze test after different injury intervals, and synaptic function was investigated after TBI treatment by using field excitatory postsynaptic and long-term potentials. Western blot, immunochemistry, and polymerase chain reaction (PCR) were used to detect the mRNA and protein expression of actin-related protein 2 (Arp2) after injury, whereas Nissl staining and DNA ladder assays were performed to detect neuron apoptosis. RESULTS Using water maze measurement, the authors found escape latency to be significantly higher in the TBI group compared with the control group, and at 7 days postinjury, the difference almost reached up to 30 seconds. Field excitatory postsynaptic potential measurement further found that the long-term potential decreased by nearly 20% in the TBI group compared with the control group, which meant the synaptic excitatory function was downregulated in the TBI group. Further, no significant neuron apoptosis could be detected in the TBI group by Nissl staining, terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining, and DNA ladder assays. At last, we found that after TBI treatment, the Arp2 mRNA and protein levels were decreased in a time-dependent manner and reached 29.3% and 45.7% of control at 7 days postinjury, separately, and the decrease of mRNA of Arp2 was correlated with delayed escape latency. CONCLUSIONS This study demonstrated that impairments of learning and memory function in the acute phase after mild TBI may be induced by a reduction in Arp2 expression.
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Affiliation(s)
- Xuewei Xia
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi, People's Republic of China.
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Wilde EA, Newsome MR, Bigler ED, Pertab J, Merkley TL, Hanten G, Scheibel RS, Li X, Chu Z, Yallampalli R, Hunter JV, Levin HS. Brain imaging correlates of verbal working memory in children following traumatic brain injury. Int J Psychophysiol 2011; 82:86-96. [PMID: 21565227 DOI: 10.1016/j.ijpsycho.2011.04.006] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2011] [Revised: 04/13/2011] [Accepted: 04/19/2011] [Indexed: 11/19/2022]
Abstract
Neural correlates of working memory (WM) based on the Sternberg Item Recognition Task (SIRT) were assessed in 40 children with moderate-to-severe traumatic brain injury (TBI) compared to 41 demographically-comparable children with orthopedic injury (OI). Multiple magnetic resonance imaging (MRI) methods assessed structural and functional brain correlates of WM, including volumetric and cortical thickness measures on all children; functional MRI (fMRI) and diffusion tensor imaging (DTI) were performed on a subset of children. Confirming previous findings, children with TBI had decreased cortical thickness and volume as compared to the OI group. Although the findings did not confirm the predicted relation of decreased frontal lobe cortical thickness and volume to SIRT performance, left parietal volume was negatively related to reaction time (RT). In contrast, cortical thickness was positively related to SIRT accuracy and RT in the OI group, particularly in aspects of the frontal and parietal lobes, but these relationships were less robust in the TBI group. We attribute these findings to disrupted fronto-parietal functioning in attention and WM. fMRI results from a subsample demonstrated fronto-temporal activation in the OI group, and parietal activation in the TBI group, and DTI findings reflected multiple differences in white matter tracts that engage fronto-parietal networks. Diminished white matter integrity of the frontal lobes and cingulum bundle as measured by DTI was associated with longer RT on the SIRT. Across modalities, the cingulate emerged as a common structure related to performance after TBI. These results are discussed in terms of how different imaging modalities tap different types of pathologic correlates of brain injury and their relationship with WM.
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Affiliation(s)
- Elisabeth A Wilde
- Physical Medicine and Rehabilitation Alliance of Baylor College of Medicine and the University of Texas-Houston Medical School, Houston, TX, USA.
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Kang X, Herron TJ, Woods DL. Regional variation, hemispheric asymmetries and gender differences in pericortical white matter. Neuroimage 2011; 56:2011-23. [PMID: 21397700 DOI: 10.1016/j.neuroimage.2011.03.016] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2010] [Revised: 02/06/2011] [Accepted: 03/04/2011] [Indexed: 10/18/2022] Open
Abstract
Brain white matter tissue composition can be quantified using Diffusion Tensor Imaging (DTI) and Magnetization Transfer Imaging (MTI). Fractional Anisotropy (FA), derived from DTI, indexes the integrity, density and organization of axons. Magnetization Transfer Ratio (MTR), derived from MTI, indexes to the presence of cell membranes and myelin. The combined use of FA and MTR provides a more complete picture of white matter structure than either imaging modality in isolation. Here we describe the regional distribution of FA and MTR measurements of pericortical white matter in 56 young, healthy right-handed subjects. Significant regional and lobar differences are seen for both measures along with a significant gender difference in FA. Highly consistent hemispheric asymmetries in FA and MTR were observed, suggesting that the greater fiber coherence and increased myelination of fibers in left hemisphere perisylvian regions may provide a structural basis for left-hemisphere language dominance.
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Affiliation(s)
- Xiaojian Kang
- Human Cognitive Neurophysiology Lab, VA Research Service, VA-NCHCS, 150 Muir Road, Martinez, CA 94553, USA.
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Validation of the anisotropy index ellipsoidal area ratio in diffusion tensor imaging. Magn Reson Imaging 2010; 28:546-56. [DOI: 10.1016/j.mri.2009.12.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2009] [Revised: 12/03/2009] [Accepted: 12/07/2009] [Indexed: 11/23/2022]
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